Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-15 0.273734 0.307868 0.346312 0.393167 0.449204 0.514683 0.597894
2024-12-22 0.214564 0.257431 0.310375 0.381923 0.478278 0.606959 0.798099
2024-12-29 0.184060 0.231246 0.293584 0.384767 0.519949 0.722518 1.070550
2025-01-05 0.157368 0.203958 0.268423 0.368184 0.527013 0.787435 1.292842
2025-01-12 0.137098 0.181872 0.246033 0.349774 0.524674 0.833883 1.502475
2025-01-19 0.122432 0.165605 0.229327 0.336324 0.526091 0.885574 1.748573
2025-01-26 0.117838 0.163298 0.232944 0.355717 0.588600 1.073907 2.433007
2025-02-02 0.116779 0.166023 0.244527 0.390504 0.689371 1.387439 3.778311
2025-02-09 0.113072 0.164053 0.247972 0.411038 0.767386 1.689716 5.548877
2025-02-16 0.108543 0.160199 0.247578 0.423976 0.832611 1.997342 7.997410
2025-02-23 0.102718 0.153592 0.241469 0.424253 0.867969 2.239102 10.800358
2025-03-02 0.094151 0.141637 0.224462 0.399183 0.832944 2.227814 11.872866
2025-03-09 0.088582 0.134752 0.216750 0.394339 0.854411 2.453807 16.173404
2025-03-16 0.083208 0.127853 0.208452 0.387281 0.869428 2.677495 22.271254
2025-03-23 0.079634 0.123843 0.205246 0.391275 0.918493 3.100884 36.685239
2025-03-30 0.074204 0.116084 0.193956 0.374570 0.899622 3.189626 46.762651
2025-04-06 0.069064 0.108524 0.182434 0.355785 0.869602 3.203912 56.478233
2025-04-13 0.064877 0.102457 0.173433 0.342034 0.853064 3.288849 73.658528
2025-04-20 0.064256 0.102920 0.177683 0.361891 0.958053 4.251427 248.104355
2025-04-27 0.064904 0.105797 0.187241 0.397526 1.140026 6.220444 7484.125649
2025-05-04 0.064169 0.105957 0.191023 0.418576 1.278957 8.363212 NaN
2025-05-11 0.062855 0.104875 0.191957 0.431843 1.393523 10.803189 NaN
2025-05-18 0.060731 0.102038 0.188673 0.432127 1.448615 12.762685 NaN